Math Problem Statement
Suppose π, π β β(π) are such that range π β null π. Prove that (ππ)2 = 0.
Solution
Given that , where is a vector space, and that the range of , we need to prove that , i.e., .
Step-by-step proof:
Step 1: Understand the given condition
- and are linear operators on the vector space , meaning .
- The range of , denoted , is contained within the null space of , i.e., which means for every vector , if for some , then . In other words:
Step 2: Apply the given condition to the composition of operators
Let be an arbitrary vector. We need to show that . To do so, first compute and then apply again.
-
First application of :
- Apply to , which results in .
- Then apply to , so we get: This vector, , belongs to , and by the given condition, we know that:
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Second application of :
- Now apply again to . That is, apply to : Since , this simplifies to:
Thus, for any , we have . Therefore, , or equivalently , as required.
Conclusion:
We have shown that by leveraging the fact that . This completes the proof.
Would you like further clarification or more details on any part of the proof?
Here are some related questions to explore:
- What is the significance of the range and null space in linear transformations?
- How would the proof change if the condition were ?
- Can we generalize this result for higher powers, such as for ?
- What are some examples of linear transformations where this condition holds?
- How does this relate to the concept of nilpotent operators?
Tip: In linear algebra, understanding how the range and null space of operators interact can often reveal important structural properties about the operators, such as being nilpotent.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Linear Transformations
Range and Null Space
Formulas
(ST)Β² = 0
Theorems
Nilpotent Operators Theorem
Suitable Grade Level
Undergraduate (College-level Linear Algebra)
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